When I use the word “closet,” I do so because none of the four (as far as may be discovered to date) are declared official members of the American Communist Party. So, while their actions are openly those of a socialist bent, still they have never publicly stated they are “official” communists - hence the term “closet.”
Ah, you meant literally. Well, certainly you are right.